Reinforcement learning for high-level fuzzy Petri nets

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 33, Issue 2, 2003, Pages 351-362

  Shen, Victor R L ^a  

^a NATIONAL FORMOSA UNIVERSITY   (Taiwan)

Author keywords

Fuzzy rules; High level fuzzy Petri nets; Knowledge representation; Reinforcement learning; Serial and parallel structures

Indexed keywords

FUZZY CONTROL; LEARNING ALGORITHMS; NEURAL NETWORKS; PARALLEL PROCESSING SYSTEMS; PATTERN RECOGNITION; PETRI NETS;

REINFORCEMENT LEARNING;

LEARNING SYSTEMS;

EID: 0037381472     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2003.810448     Document Type: Article

References (26)

1. S. I. Ahson, "Petri net models of fuzzy neural networks," IEEE Trans. Syst., Man, Cybern., vol. 25, pp. 926-932, June 1995.
2. A. J. Bugarin and S. Barro, "Fuzzy reasoning supported by Petri nets," IEEE Trans. Fuzzy Syst., vol. 2, pp. 135-150, May 1994.
3. T. Cao and A. C. Sanderson, "Task sequence planning using fuzzy Petri nets," IEEE Trans. Syst., Man, Cybern., vol. 25, pp. 755-768, May 1995.
4. J. Cardoso and H. Camargo, "Fuzziness in Petri nets," in Studies in Fuzziness and Soft Computing Series. New York: Springer-Verlag, 1999, vol. 21.
5. V. Catania, A. Puliafito, M. Russo, and L. Vita, "A VLSI fuzzy inference processor based on a discrete analog approach," IEEE Trans. Fuzzy Syst., vol. 2, pp. 93-106, May 1994.
6. S. M. Chen, J. S. Ke, and J. F. Chang, "Knowledge representation using fuzzy Petri nets," IEEE Trans. Knowledge Data Eng., vol. 2, pp. 311-319, Sept. 1990.
7. S. M. Chen and Y. S. Shiau, "Knowledge representation using extended fuzzy Petri nets," in Proc. Int. Conf. Artific. Intell., Dec. 19-21, 1996, pp. 224-231.
8. M. L. Garg, S. I. Ahson, and P. V. Gupta, "A fuzzy Petri net for knowledge representation and reasoning," Inf. Process. Letters, vol. 39, pp. 165-171, 1991.
9. A. Konar and A. K. Mandal, "Uncertainty management in expert systems using fuzzy Petri nets," IEEE Trans. Knowledge and Data Eng., vol. 8, pp. 96-105, Feb. 1996.
10. C. T. Lin and C. S. G. Lee, Neural Fuzzy Systems. Englewood Cliffs, NJ: Prentice-Hall, 1996.
11. C. G. Looney, "Fuzzy Petri nets for rule-based decisionmaking," IEEE Trans. Syst., Man, Cybern., vol. 18, pp. 178-183, Jan./Feb. 1988.
12. E. H. Mamdani, "Application of fuzzy logic to approximate reasoning using linguistic systems," IEEE Trans. Comp., vol. 26, pp. 1182-1191, Dec. 1977.
13. T. Murata and D. Zhang, "A predicate/transition net model for parallel interpretation of logic programs," IEEE Trans. Software Eng., vol. 14, pp. 481-497, Apr. 1988.
14. T. Murata, "Petri nets: Properties, analysis, and applications," Proc. IEEE, vol. 77, pp. 541-580, Apr. 1989.
15. J. L. Peterson, Petri Net Theory and the Modeling of Systems. Englewood Cliffs, NJ: Prentice-Hall, 1981.
16. W. Pedrycz and F. Gomide, "A generalized fuzzy Petri net model," IEEE Trans. Fuzzy Syst., vol. 2, pp. 295-301, Nov. 1994.
17. W. Pedrycz and J. F. Peters, "Learning in fuzzy Petri nets," in Fuzziness in Petri Nets. New York: Physica Verlag, 1998, pp. 200-210.
18. W. Pedrycz, "Generalized fuzzy Petri nets as pattern classifiers," Pattern Recognit. Lett., vol. 20, pp. 1489-1498, 1999.
19. H. Scarpelli, F. Gomide, and R. R. Yager, "A reasoning algorithm for high-level fuzzy Petri nets," IEEE Trans. Fuzzy Syst., vol. 4, pp. 282-294, Aug. 1996.
20. H. Scarpelli and F. Gomide, "A high level fuzzy Petri net approach for discovering potential inconsistencies in fuzzy knowledge bases," Fuzzy Sets Syst., vol. 64, pp. 175-193, 1994.
21. _, "Fuzzy reasoning and fuzzy Petri nets in manufacturing systems modeling," Intell. Fuzzy Syst., vol. 1, pp. 225-242, 1993.
22. Victor, R. L. Shen, and F. Lai, "Requirements specification and analysis of digital systems using fuzzy and marked Petri nets," IEEE Trans. Syst., Man, Cybern., B, vol. 28, pp. 748-754, Oct. 1998.
23. Z. M. Yeh, Y. S. Tarng, and C. Y. Nian, "A self-organizing neural fuzzy logic controller for turning operations," Int. J. Mach. Tools Manufact., vol. 35, no. 10, pp. 1363-1374, 1995.
24. D. S. Yeung and E. C. C. Tsang, "A multilevel weighted fuzzy reasoning algorithm for expert systems," IEEE Trans. Syst., Man, Cybern. A, vol. 28, pp. 149-158, Mar. 1998.
25. L. A. Zadeh, "Fuzzy sets," Inform. Contr., vol. 8, pp. 338-353, 1965.
26. _, "Knowledge representation in fuzzy logic," IEEE Trans. Knowledge Data Eng., vol. 1, pp. 96-105, Mar. 1988.